Specifications grading: Redefining success in the classroom

Traditional grading practices require the instructor to assign points to individual assessments and total them into a percentage or letter grade for the learner by the end of the course.^{[6, 17]} For this discussion, traditional grading refers to percentage grades based on a few key assignments in the course.

Alternative assessment includes a variety of evaluation approaches that extend beyond traditional exams and tests and can be used by educators to measure students’ knowledge, skills, and application more accurately.^[20] The main premise of alternative forms of assessment is to move away from grade-focused evaluation and increase focus on the process and learning.^[21] Specifications grading is one such method.

Specifications grading is a mastery-oriented assessment method that involves developing specifications, or specs, for each assignment or activity, as identified in this course. ^[17] Four key elements are common to this alternative grading method. A list of specifications that describe qualities and characteristics of a successful submission is created. The work is then graded holistically by the instructor using a rubric with specifications to assess whether the learner meets or exceeds all the requirements for each activity, and full credit is earned.^{[6, 17]} If the submitted activity does not meet all the specifications, no credit or partial credit is awarded. Grades may be allocated based on the completion of assignment bundles. In this course example, designers did not use bundles, and an adapted version of weighted activities was used in the design. Tokens, another element of specifications grading, were also not used in this project to minimize confusion for learners and keep the formatting changes as simple as possible. Specifications grading is based on various theoretical principles, including mastery learning,^[11] competency-based approaches,^[22] and self-determination theory.^[12]

Specifications grading adopts the principles of mastery learning.^[11] Mastery learning emphasizes that students should be given clear learning objectives, explicit criteria for success, and multiple opportunities to revise their work until mastery is achieved. Specifications grading was adopted using this structure, with detailed specifications that served as met-or-not met criteria to guide students in demonstrating mastery.^[17] In this course, revisions were also permitted for the most complex activity, since it was worth the most points. In addition to mastery learning, specifications grading aligns with competency-based education.

Competency-based education focuses on the learner’s demonstration of proficiency in defined skills and outcomes.^[22] This type of learning is essential to nursing practice and student education.^[9] In this redesign, transparency of expectations and assessment methods was established by providing clear specifications that linked to the objectives. Similar to competency-based education, specifications grading has frequently been linked to self-determination theory.

Specifications grading and self-determination theory converge around core principles of motivation, autonomy, competence, and relatedness in learning. Self-determination theory identifies autonomy, competence, and relatedness as the three basic psychological needs driving intrinsic motivation and well-being.^{[23, 24]} Assessment practices, like specifications grading, that provide meaningful choices, ownership over learning processes, and clear rationales for tasks tend to support autonomy and promote more self-determined engagement. Relatedness is associated with feedback, instructor rapport, and collaborative learning contexts. Specifications grading, when paired with timely, constructive feedback, can strengthen relatedness by creating a supportive feedback loop and a sense of belonging within the learning community. Feedback processes and supportive teacher-student relationships contribute to perceived relatedness. ^{[24, 25]} Relatedness has been described as significantly enhancing student motivation and persistence.^[13]

Taken together, specifications grading operationalizes an assessment model that shifts the focus from ranking performance to supporting learning. By integrating mastery-oriented revision processes, competency-based outcome alignment, and motivational supports grounded in self-determination theory, this approach addresses many of the limitations identified in traditional grading systems while remaining adaptable to institutional constraints.

Key Activities were designed using previous course assignments that were already aligned with course outcomes. These activities were allotted more points due to their greater cognitive complexity and longer time commitment. For example, as the central assignment in the course, the two-part Project Proposal (Parts A and B) carries the highest point value because it requires learners to apply course concepts and demonstrate higher-order thinking skills. To encourage learners to complete this key activity, it was assigned 20 points toward the module total. Weighting activities in this way was intended to encourage learners to engage with more challenging tasks, thereby supporting achievement of the learning outcomes. Key Activity points accounted for 75% of the total course grade, aligning with maintaining at least a B-level standard that is consistent with recommendations for specifications grading.^[17]

For both parts of the Project Proposal, learners could request up to a one-week extension beyond the original due date without penalty. This flexibility was intentionally built into the design to prevent unnecessary late penalties and eliminate the need for a token system, thereby reducing complexity and monitoring demands for both learners and faculty.^[6] Flexible assessment practices also support improved self-regulation, self-efficacy, academic engagement, and overall performance.^[31] To supplement these Key Activities, the existing readings, resources, and questions recommended for learners in the original course design formed the basis for the Other Activities.

Other Activities were developed to complement the Key Activities and provide learners with additional opportunities to meet module objectives. These options for learners to earn points towards their final grade included activities such as read and reflect, explore and explain, search and share, and quiz or question choices. These Activities were less cognitively complex, required less time to complete, and therefore were allotted one point each. In this new course format, learners could select and complete both Key and Other Activities, up to the maximum number of points set for each module within the identified timelines. One example combination of the Key and Other Activities required to obtain an 80% in the course is included for context (see Table 2).

Following the development of the module’s activities and point systems, the specifications for each activity and the grading methods were identified. Once this was established, the details of the grading process were specified.

After establishing the activity and module point structure, detailed specifications were created for each activity. Existing assignment guidelines were used, and the previous three-level rubric was consolidated into a single-level criterion rubric, which designates each specification as either met or not met (see Table 3).

The course consists of six online modules, each divided into two weekly segments within the institution’s LMS to facilitate navigation. Consistent formatting is especially important in online environments to ensure accessibility for all learners.^{[26, 31]} Each module begins with an instructor-recorded overview video and a list of learning objectives, followed by content highlights and curated links to articles and videos providing multiple formats for content items. This approach aligns with the pedagogical goal of inclusivity, allowing all students to benefit from online education regardless of their individual circumstances.^[32] Modules conclude with a summary to reinforce key concepts before transitioning to the next section. Activity instructions and assignment drop boxes appear immediately after the module content to maintain consistent organization and eliminate the need for learners to search elsewhere in the LMS. Providing clearly structured, logically organized content is considered essential in online course design. ^{[26, 31]} A separate specifications-grading section was added to the course site, including audio directions from the instructor and examples of activity combinations needed to earn various final grades. Exemplars of acceptable work from previous learners were also posted to clarify expectations for more complex assignments, providing an assessment framework to enhance transparency and student understanding.^{[17, 31]}

Activity submission timelines, weighting, and resubmission opportunities were three areas in the course requiring revisions. Initially, during the design phase, there was no flexibility regarding resubmissions for any assignments except the project proposal, given both the instructor and student workloads. Flexibility has been positively noted in similar research.^[16] Thus, only the most complex and heavily weighted assignment worth 20 points in module four was initially offered as an option. However, after the first two modules, it became clear that some learners were struggling to meet the activity submission deadlines; thus, the deadlines were extended. Everything was due at the end of each module to make it more straightforward for learners to navigate. Retrospectively, trying to integrate this additional level of flexibility was an overambitious idea that only made the process more confusing than it needed to be. Keeping the changes transparent and straightforward was crucial to success.^[34]

Additionally, the option to submit more group responses, weighted more heavily, was extended in two modules (discussion forums). This was in response to the low submission of Other Activities noted by the instructor in the initial modules of the course. Considering the activities were directly based on existing assignments, previous offering examples of acceptable work were posted. Despite this, all but a handful of students completed the most complex activity correctly the first time.

If available, examples would have been beneficial to post for all the Activities and would likely have minimized initial struggles in module one to earn full points. Following consent, learner examples were posted throughout the semester. Considering this and the size of this course enrolment, resubmissions for all assignments were offered to everyone without penalties. These may seem like significant stressors, but three key benefits were noted that are essential to learning.

Grading time, submission quality, and success in meeting course objectives were three significant benefits noted during the implementation of this course. Grading activities took significantly less time because there was no need to determine a percentage or rate the student’s performance relative to others in the class; only check off met or not met categories. Thus, the turnaround time on assignments or activities was quick, giving learners who had to resubmit work additional time. The literature supports similar benefits as grading becomes less ambiguous and more efficient.^{[16, 33]}

These findings align with a growing body of literature suggesting that specifications grading shifts the focus of assessment from performance evaluation to learning processes. Consistent with previous studies,^{[16, 33]} the reduction in grading time observed in this course can be attributed to the elimination of subjective point allocation and the use of clearly defined criteria. More importantly, this efficiency did not come at the expense of learning; rather, it appears to have enhanced instructional capacity to provide timely, targeted feedback.

The observed improvement in submission quality supports previous findings that specifications grading promotes improved performance outcomes.^[10] Unlike traditional grading systems, where students may strategically aim for partial credit, the all-or-nothing structure required learners to address all aspects of the specifications. This aligns with mastery learning principles, where iterative refinement is central to achieving competence.^[14] The requirement to meet all criteria appears to have encouraged greater attention to detail and stronger integration of course concepts, consistent with findings in other disciplines.^{[14, 34]}

Additionally, the opportunity for revision played a critical role in supporting learning. The fact that all learners resubmitted at least once suggests that the model successfully normalized revision as part of the learning process rather than as a remedial activity. This reflects broader literature indicating that opportunities for reassessment are associated with improved academic outcomes and increased learner confidence.^[16]

The time required of instructors for grading has been described as varying in the literature.^[32] In this case, the use of specifications grading significantly reduced grading time and stress associated with assigning grades. Associated research indicated no change in the amount of grading time required.^[16] The learner can select any grade and work towards meeting it. Throughout the design and implementation of this alternative course assessment method, a few key lessons were identified for the future. Meetings with students were primarily focused on content missed rather than on disputing grades, which is consistent with the research.^[32]

Additional details were added only to that specification requiring attention. When it came to grades, there were no complaints or issues with grade grubbing (students attempting to negotiate grades for reasons other than academic merit), either via email or in online meetings, as support was offered to each learner to meet their academic course goal or target grade. McKnelly et al.,^[16] describe similar results. The use of specifications-based grading significantly helped minimize grading time and stress associated with assigning grades.^[19] The learner had the opportunity to select any grade and work towards meeting it. The instructor’s role becomes more facilitative, which should be at the root of all education.

Another extremely evident benefit was the significant improvement in the overall quality of student submissions and resubmissions. Attention to addressing each activity specification was evident, with increasingly improved resubmitted assignments and a clear link to course concepts. Response quality increased as learners addressed issues in meeting the specifications through formative feedback. The specifications grading approach ensured that each student met both assignment and larger course objectives by meeting the specifications for each activity or assignment. The focus of learning was on understanding missing content rather than the grade. A systematic review conducted by Horwitz et al.^[19] suggests similar findings.

Learner course success was also noted as the primary factor. The course average was comparable to previous offerings, and no one reached out to request grade adjustments due to not meeting their course goals. The majority of students earned their target grade for the semester. However, one learner dropped the course before the drop date, another registered late, and one failed, which is atypical in this course. This trend was also evident across the literature.^[19]

Given that the specifications were based on the assignment and course objectives, it was apparent that learners had met all objectives, consistent with other research findings. ^[14] Unfortunately, one learner dropped the course before the drop date, another registered late, and one failed, which is atypical in this course.

Several important lessons were gained through the development and implementation of this specifications-based assessment method. System capacities, context, and insufficient time for revision as part of the existing program workload are among the areas to consider. The capacities of the system and staff (instructor, teaching support, and information technology support) should be considered when designing the course. Despite some thoughtful and grandiose ideas for organizing the course content, significant issues related to the LMS’s compatibility and limitations were noted as causing stress among learners and the instructor throughout the semester.

The challenges encountered in this implementation also align with those identified in existing research, particularly regarding students’ adaptation to unfamiliar grading systems. Consistent with prior studies ,^{[18, 19]} learners initially struggled to interpret their progress and understand the implications of a binary grading structure. This highlights a critical tension in specifications grading: while the model enhances transparency in expectations, it may simultaneously disrupt deeply ingrained assumptions about how grades function.

From a theoretical perspective, this tension can be understood through the lens of self-determination theory. While the model was designed to support autonomy and competence, initial confusion and uncertainty may have temporarily undermined students’ sense of control. This suggests that successful implementation requires not only clear structural design but also intentional scaffolding to support learners’ transition into a new assessment paradigm.

Practical constraints, particularly those related to the LMS, further illustrate a significant gap between theoretical models of assessment and institutional realities. The misalignment between the specifications grading structure and the LMS gradebook created confusion and anxiety among learners, reinforcing findings that technological infrastructure can significantly shape assessment experiences.^[18] This underscores the importance of considering system compatibility as a central component of course design, rather than as a secondary logistical concern.

It is also important to consider the course context in the lives of busy students. In the fourth year of the nursing program, the clinical and course workload is heavy for students. Full-time clinical hours and two online courses are typical for these students. Thus, purposeful changes should be made with these potential barriers in mind.

Throughout the implementation of this redesigned course, key issues with traditional grading practices emerged. A lack of actionable feedback opportunities and sufficient time to revise work or demonstrate learning from an error or similar, emerged as being critical obstacles to learning. Most alarmingly, the realization that many learners are likely passing courses with partial marks and potentially not meeting all the outcomes is sobering.^[28] Learners are passing courses but may not necessarily be meeting course objectives.

Based on the lessons learned and limitations identified, several essential recommendations can be made. Considering the course implementation, a few limitations were noted. Input was derived from practice-based sources, including instructor observations, informal student questions, and course-level outcomes, rather than from systematically collected empirical measures, introducing potential bias. The instructor’s multiple roles as designer, implementer, and evaluator of the grading approach may have influenced the interpretation of perceived project outcomes. Additionally, the implementation was shaped by institutional constraints, particularly limitations within the LMS, which may not be present in other contexts. Future research is needed to further evaluate the effectiveness and scalability of specifications grading in nursing education.

As a result of this project redesign and implementation, the importance of specifying clear guidelines, differences in grading systems, examples of acceptable work, and concise assessment specifications is crucial. Establishing clear guidelines for learners about new system changes, expectations, and assignment specifications, with several examples of acceptable work at different levels, was also found to be beneficial. While supplemental examples were provided once the course was underway, it would have been more helpful to students from the beginning.

Providing additional information about the primary differences between traditional and specifications grading methods, such as examples of a range of acceptable work, may have helped to minimize the issue. Students benefited from concrete examples of how specifications grading is linked to final grades. For instance, a table demonstrating a 70% final grade submission, including examples of acceptable work and detailed instructions in multiple formats were posted. This is supported by previous research demonstrating that providing examples supports clinical reasoning and knowledge when used to guide attention and problem-solving.^[33]

Anticipating challenges during the initial implementation of a new grading approach is essential, as both learners and educators experience adjustment-related stress. Proactive planning allows educators to identify potential issues, particularly those related to LMS compatibility, and address them before they impact the course or learners. Recognizing that not all elements will function as intended reinforces the importance of flexibility. Formal course review processes with other faculty and staff further strengthen this approach by providing implementation fidelity.^[35]

Implementing specifications grading within a smaller class or a non-mandatory course can provide a lower-risk environment for initial adoption, allowing educators to monitor outcomes and make iterative adjustments. Offering the course as an elective enables students to self-select into the experience, which may increase openness to alternative grading approaches and provide more meaningful feedback on its effectiveness.

Reviewing and revising the weighting of course activities with flexibility and explicit consideration of the broader context of students’ lives and educational demands can enhance both feasibility and learner success. Although initial efforts were made to address weighting during the course redesign, more deliberate attention to contextual factors led to improved alignment between course expectations and students’ capacity to engage meaningfully with the work.

Providing regular reminders and maintaining frequent communication through announcements is particularly beneficial in online learning environments ,^[36] as it supports clarity, reinforces expectations, and helps sustain student engagement. Consistent communication ensures that learners remain informed about course requirements and deadlines, reducing confusion and promoting timely participation. Effective ongoing communication can support timely intervention and improve learner engagement and satisfaction.^[37] Emphasizing time management is particularly important for learners intending to revise and resubmit assignments, as this process requires sustained engagement throughout the course.

Offering consistent reassurance that educators are committed to helping students achieve course objectives can reduce anxiety and resistance, particularly in online environments where changes to grading practices may feel unfamiliar. Instructor reassurance has further been found to support learner well-being during uncertainty and stress.^[38] Establishing trust through instructor presence, transparency, consistency, and flexibility is critical to fostering a supportive learning environment and facilitating student adaptation to new assessment models.

Taken together, the experiences from this implementation suggest that specifications grading holds significant promise as an alternative assessment approach in nursing education, particularly in enhancing alignment among learning outcomes, assessment practices, and student engagement. However, its effectiveness is contingent on careful attention to contextual factors, including institutional policies, technological infrastructure, and learner readiness. While the model addresses many limitations of traditional grading, such as a lack of actionable feedback, inconsistent evaluation, and limited opportunities for mastery, it also introduces new challenges related to clarity, workload management, and system integration.

This research project contributes to a growing but still limited body of literature examining specifications grading in applied, practice-based disciplines. By documenting both the benefits and constraints of implementation within a nursing context, it extends existing research beyond theoretical advocacy to practical application. These findings highlight the need for continued exploration of hybrid models that retain the pedagogical strengths of specifications grading while accommodating institutional requirements for traditional grading outputs.