Table of Contents
Introduction: Decoding Your Academic Specialization
In the landscape of academic assessment, the Grade Point Average (GPA) stands as a primary metric of a student’s performance.
However, not all GPAs are created equal.
A critical distinction exists between the cumulative GPA, which provides a broad overview of a student’s entire academic career, and the major GPA, a specialized measure of proficiency within a chosen field of study.
The cumulative GPA incorporates the grades from every course taken at an institution, from foundational general education requirements to specialized upper-division seminars.1
In contrast, the major GPA—sometimes referred to as the “degree GPA”—is a focused calculation consisting only of the grades earned in courses that fall under a student’s major discipline.1
Some institutional definitions further refine this by including only
passed major courses in the major GPA, while the cumulative GPA considers all attempted coursework, including failures.3
Understanding how to accurately calculate and strategically deploy this more specialized metric is a vital skill for any student navigating their academic journey and planning for post-graduate opportunities.
The existence of these two distinct GPA metrics allows a student to construct a compelling academic narrative.
A student’s full transcript presents a complete, unedited history of their performance, which the cumulative GPA then averages into a single number, potentially obscuring pockets of exceptional strength.
By isolating only the major-specific courses, the major GPA offers a concentrated view of a student’s aptitude and passion for their chosen field.
Consider a student who struggled during their first year with general requirements but began to excel upon entering their specialized, upper-division major coursework.
The cumulative GPA would be weighed down by those early, lower grades.
The major GPA, however, would paint a very different picture—one of high performance in the area the student intends to pursue professionally or in graduate studies.
This numerical discrepancy is more than a simple difference; it is a data-driven story.
It can be presented to graduate admissions committees or potential employers as evidence of academic maturation, a focused passion, and a developed expertise, effectively transforming a potential weakness (a lower cumulative GPA) into a narrative of strength and focus.4
Section 1: The Definitive Guide to Calculating Your Major GPA
This section provides a meticulous, instructional framework for the calculation process.
It breaks down the procedure into discrete, manageable steps, ensuring any student can confidently and accurately determine their major GPA.
The emphasis is on precision and strict adherence to institutional standards, as variations in policy can lead to significant differences in the final result.
1.1 Identifying Your Major’s Coursework: A Methodical Approach
Before any calculation can begin, an exhaustive and accurate list of all courses that count toward the major must be compiled.
Relying on assumptions or memory can introduce significant errors.
Therefore, students must consult official university documentation to create this list.
The most authoritative resources are the Academic Program Guide and the University Catalog, which provide detailed descriptions of the specific course requirements for every major offered by the institution.6
Many universities also offer students access to powerful online tools, often called an
Academic Requirements Report or a Degree Audit.6
These tools provide a personalized, real-time audit of a student’s progress, clearly showing which completed and in-progress courses are being used to satisfy specific major requirements.
Finally, a consultation with a departmental or academic advisor is a critical step to verify the course list and clarify any ambiguities.6
It is essential to differentiate between courses designated as “Major Courses,” “Support Courses” (such as required math or science for a non-STEM major), and “General Education” courses.
Typically, only those explicitly listed as “Major Courses” are included in the major GPA calculation.10
1.2 The Mechanics of Calculation: From Grades to Quality Points
The calculation of a major GPA follows a standard, weighted-average formula.
The process involves converting qualitative letter grades into quantitative “quality points” and then weighting them by the number of credit hours assigned to each course.
The fundamental formula is:
Major GPA=Total Credit HoursTotal Quality Points
The calculation can be executed in four clear steps 3:
- Convert Letter Grades to Quality Points: Each letter grade earned in a major course must be converted to its corresponding numerical value based on the university’s official scale. This scale is the foundation of the entire calculation.
 - Calculate Quality Points per Course: For each individual major course, multiply the numerical quality point value of the grade by the number of credit hours (or units) the course is worth. This step ensures that a grade in a 4-credit course has more impact on the GPA than the same grade in a 1-credit lab.
 - Sum the Totals: Add the quality points calculated for every major course to arrive at the “Total Quality Points.” Separately, add the credit hours for all of those same courses to determine the “Total Credit Hours”.3
 - Divide to Find the GPA: Divide the Total Quality Points by the Total Credit Hours. The resulting number is the major GPA. It is standard practice at many institutions to truncate this figure at two decimal places rather than rounding it up.3
 
Table 1: Standard Grade-to-Quality Point Conversion Chart
| Letter Grade | Value on 4.0 Scale 11 | Value on 4.3 Scale 3 | 
| A+ | 4.0 | 4.3 | 
| A | 4.0 | 4.0 | 
| A- | 3.7 | 3.7 | 
| B+ | 3.3 | 3.3 | 
| B | 3.0 | 3.0 | 
| B- | 2.7 | 2.7 | 
| C+ | 2.3 | 2.3 | 
| C | 2.0 | 2.0 | 
| C- | 1.7 | 1.7 | 
| D+ | 1.3 | 1.3 | 
| D | 1.0 | 1.0 | 
| D- | 0.7 | 0.7 | 
| F | 0.0 | 0.0 | 
1.3 Navigating Institutional Variations in Grading Systems
While the GPA formula itself is universal, the inputs are defined by each institution’s specific policies.
The most common variation lies in the grading scale, particularly the treatment of plus (+) and minus (-) grades.
As shown in Table 1, some universities cap their scale at 4.0, where both an A and an A+ are worth 4.0 quality points.11
Others use a 4.3 scale, rewarding an A+ with a higher value.3
This single difference can lead to noticeably different GPA outcomes for students with identical letter grades.
Another significant variation is the credit system.
Most universities operate on either semester hours or quarter hours.
If a student has attended institutions using both systems, the credits must be converted to a single standard before a unified GPA can be calculated.
The standard conversion is to multiply quarter hours by 0.67 to get semester hours, or to multiply semester hours by 1.5 to get quarter hours.12
Less common systems, such as a 100-point or 10-point scale, also exist and require their own unique calculation methods outlined in that institution’s academic catalog.14
These variations reveal that a student’s GPA is not an absolute, portable number but rather a value defined entirely within a specific institutional context.
The same set of letter grades can yield different GPAs at different universities.
For example, a student with all A+ grades at a school using a 4.3 scale will have a 4.3 GPA, while a student with the same performance at a 4.0-scale school will have a 4.0 GPA.
External evaluators, such as graduate admissions officers or employers, are aware of these differences.
They interpret a GPA not in isolation but in the context of the awarding institution’s academic reputation, grading policies, and the known rigor of its programs.4
Therefore, students should focus on maximizing their GPA within their own school’s system rather than making direct comparisons to peers at other institutions.
Section 2: Advanced Considerations and Special Cases in GPA Calculation
Beyond the basic formula, a number of special academic situations can complicate the calculation of a major GPA.
Institutional policies on repeated courses, transfer credits, and non-standard grades vary significantly and can dramatically alter the final outcome.
Understanding these nuances is critical for avoiding common miscalculations.
2.1 The Impact of Repeated Courses: Institutional vs. Application GPAs
University policies regarding the treatment of repeated courses are a primary source of confusion.
These policies generally fall into one of several categories:
- Grade Replacement: Many institutions will only include one attempt of a repeated course in the GPA calculation. This could be the most recent attempt, regardless of the grade, or the highest grade earned.3 Some schools place a limit on the total number of credits for which a grade can be replaced.19
 - Grade Averaging: A less forgiving policy, used by some universities, is to average the grades from all attempts of a course into the cumulative GPA.20
 - External Recalculation: This is the most critical and often overlooked factor. Even if a student’s university uses a grade replacement policy, external bodies that review applications for graduate or professional school may have their own, stricter policies. For instance, the Law School Admission Council (LSAC) recalculates a GPA for its own reports and includes every attempt of a repeated course that appears on the transcript.19
 
Table 2: Comparative Analysis of Institutional Policies on Repeated Courses
| Policy Type | How it Affects GPA Calculation | Example Source | 
| Highest Grade Counts | The original, lower grade is excluded from the GPA; only the highest grade is included. | Salem State University 17 | 
| Most Recent Grade Counts | The original grade is excluded; only the grade from the final attempt is included, even if it is lower. | Randolph-Macon College 3 | 
| All Attempts Averaged | Both the original and repeated grades are included in the GPA calculation. | University of Arizona 20 | 
| External Recalculation (LSAC) | All grades and credits for repeated courses that appear on the transcript are included in a new GPA calculation. | LSAC Policy 19 | 
This distinction between institutional policy and external recalculation reveals a crucial point.
Even when a university’s policy replaces a poor grade in the GPA calculation, the original attempt often remains on the official transcript, creating what might be called a “transcript scar.” This scar is ignored by the university’s internal GPA but is fully visible to external reviewers.
A student who retakes a failed course and earns an ‘A’ will see their institutional GPA rise significantly.
However, when applying to law school, the LSAC will see both the ‘F’ and the ‘A’ on the transcript and will include both in its independent GPA calculation, resulting in a much lower GPA than the student expected.19
The decision to repeat a course, therefore, is not merely about institutional GPA repair; it is a strategic choice that must consider which GPA—the one on the transcript or the one seen by an admissions committee—is being optimized.
2.2 Integrating Transfer Credits: Policies and Implications
The treatment of transfer credits is another area where institutional policies diverge.
The most prevalent policy is that while credits from another institution may be accepted to fulfill degree requirements, the grades associated with those credits are not factored into the GPA at the new school.23
In this scenario, a transfer student effectively starts with a “clean slate” in terms of their GPA.
However, this is not a universal rule.
Some universities explicitly state that grades from transferred courses
do count toward the calculation of the major GPA.3
Regardless of the policy, the grades from the previous institution remain on that school’s official transcript and will be reviewed by anyone who requests a student’s complete academic history.
Graduate admissions committees, for example, often calculate a separate “transfer GPA” based on this record.26
The “clean slate” concept can be misleading.
While the numerical GPA at the new institution may start from zero, the student’s academic record does not.
Applications for graduate school or certain jobs require official transcripts from all post-secondary institutions attended.25
An admissions committee will review the entire academic history, including the transcript from the original institution with its lower GPA.
They will see the full story and evaluate the student’s trajectory over time.28
A strong upward trend in performance after transferring is viewed very positively, but the earlier record is not erased or hidden.
The “clean slate” applies only to the number printed on the new university’s transcript, not to the comprehensive academic profile under review.
2.3 Pass/Fail, Audits, and Withdrawals: Their Role in Your Major GPA
Courses taken with non-standard grading options such as Pass/Fail (P/F), Audit (AU), or those from which a student officially Withdraws (W) are generally excluded from GPA calculations.11
A “Pass” grade earns credit but does not have quality points and therefore does not impact the GPA.
However, a critical caveat exists for the P/F option: at many institutions, a “Fail” is treated as a standard ‘F’ grade, assigned zero quality points, and factored into the GPA with a negative impact.30
Furthermore, and of particular importance to this discussion, most universities explicitly prohibit students from taking courses that fulfill major or minor requirements on a Pass/Fail basis.31
Electing a Pass/Fail grade is a purely defensive academic strategy, designed to protect an existing GPA from the potential damage of a low grade in a challenging course.
It can never be used to actively raise a GPA.
While this can be a useful tool for exploring subjects outside one’s comfort zone, its use can be perceived as a red flag by graduate schools or employers, especially if the course is related to the student’s primary field of study.
For a prospective physics PhD candidate to have taken an advanced physics course on a P/F basis, for example, would raise serious questions about their confidence and commitment to the subject.30
The decision to use the P/F option involves a trade-off: the short-term benefit of GPA protection versus the long-term risk of a negative perception.
It should be used sparingly and almost never for courses central to one’s academic and career ambitions.
Section 3: The Strategic Significance of Your Major GPA
Understanding how to calculate the major GPA is only the first step; knowing why it matters and how to use it strategically is equally important.
In specific high-stakes contexts—graduate admissions, job applications, and scholarship competitions—the major GPA transcends its numerical value to become a key piece of evidence about a student’s specialized knowledge, aptitude, and potential for future success.
3.1 Graduate and Professional School Admissions: A Critical Filter
For students seeking advanced degrees, the major GPA is often the most scrutinized academic metric.
Graduate admissions committees view performance in major-specific coursework as a more accurate predictor of success in a specialized graduate program than the broader cumulative GPA.5
It serves as a direct indicator of a candidate’s academic potential and mastery of the foundational knowledge required for high-level study in that discipline.16
While many programs list minimum cumulative GPA requirements—typically in the range of 3.0–3.3 for master’s programs and 3.3–3.5 for doctoral programs—a strong major GPA is often treated as a “negative filter”.4
This means that a low GPA within the major can lead to an application being rejected early in the process, regardless of other strengths.
However, the review process is almost always holistic.
Committees also give significant weight to the rigor of the undergraduate major, a clear upward trend in grades over time, and a strong overall application portfolio that includes research experience, compelling essays, and glowing letters of recommendation from professors within the major.4
These elements can help offset a GPA that is slightly below a program’s typical threshold.
Table 3: Major GPA vs. Cumulative GPA: Contextual Importance
| Scenario | Primary GPA Metric | Rationale / Key Considerations | 
| Applying to a PhD in your major | Major GPA | Considered the best predictor of success in specialized, research-focused study. Demonstrates mastery of the core subject matter.5 | 
| Applying to Medical/Law School | Cumulative GPA (Recalculated) | Application services (AMCAS, LSAC) often recalculate a cumulative GPA that includes all coursework from all institutions and all attempts of repeated courses.19 | 
| Applying for a general corporate job | Cumulative GPA | Used as a broad screening tool for work ethic, discipline, and general intelligence, especially for entry-level roles with many applicants.36 | 
| Applying for a specialized technical role | Major GPA | Signals direct competence in the specific skills required for the job (e.g., engineering, accounting). Can be more valued than a “padded” cumulative GPA.36 | 
| Applying for a university-wide merit scholarship | Cumulative GPA | These awards are typically open to all students and use the cumulative GPA as a standardized measure of overall academic excellence.5 | 
3.2 The Major GPA in the Professional Arena: Resumes and Job Applications
In the job market, the relevance of any GPA is highest for recent graduates who have limited professional experience.
In this context, academic performance serves as a proxy for qualities like work ethic, intelligence, and the ability to succeed in a demanding environment.36
Research indicates that over two-thirds of employers use GPA as a screening tool when hiring for entry-level positions.40
The generally accepted rule is to include a GPA on a resume only if it is a 3.5 or higher on a 4.0 scale.36
If a student’s major GPA meets this threshold but their cumulative GPA does not, or if the major GPA is significantly higher than the cumulative, it is highly advisable to list it.
However, it is imperative that it be clearly and accurately labeled (e.g., “Major GPA: 3.8/4.0”) to avoid any suggestion of misrepresentation.36
The importance of GPA diminishes rapidly as an individual accumulates professional experience.
After securing and performing well in a first full-time job, the GPA should typically be removed from the resume.36
For jobs in technical or highly specialized fields like engineering, finance, or computer science, the major GPA acts as more than just a measure of diligence; it is a direct signal of competence in the core skills essential for the role.
An engineering firm, for instance, may be more impressed by a candidate with a 3.9 major GPA in engineering and a 3.4 cumulative GPA than by a candidate with a flat 3.7 in both.
The former profile suggests a true mastery of the relevant technical material, even if performance in unrelated general education courses was less stellar.36
In these contexts, the major GPA is a more precise and powerful marketing tool than the cumulative GPA.
3.3 Securing Scholarships and Academic Honors
Both major and cumulative GPAs play a role in qualifying for financial awards and academic recognition.
Many scholarships use a minimum GPA as a basic eligibility requirement to narrow the applicant pool, with a 3.0 cumulative GPA being a common benchmark.39
Large, prestigious, university-wide scholarships that are open to students from all disciplines typically rely on the cumulative GPA as a standardized metric for comparison.5
However, for opportunities that originate within a specific academic department, the major GPA often becomes the primary criterion.
Departmental scholarships, program-specific grants, and graduation with departmental honors (e.g., cum laude in a specific major) frequently have minimum major GPA requirements.
For example, a university might require a student to have a major GPA of at least 3.5 to be eligible to write an honors thesis and graduate “with distinction” in their field.46
Section 4: A Strategic Framework for Managing and Leveraging Your Major GPA
This final section provides forward-looking, actionable advice for proactively managing the major GPA and integrating it into a compelling academic and professional narrative.
It shifts the focus from calculation to strategic application, empowering students to use this metric as a key to unlocking future opportunities.
4.1 Proactive GPA Management: Course Selection and Performance Strategies
Effective GPA management begins with informed academic planning.
Students should have a clear understanding from early in their college careers which courses will be factored into their major GPA calculation.
This knowledge allows for a strategic allocation of time and effort, prioritizing performance in these high-impact courses.
It also informs decisions about academic risk.
For instance, knowing that major courses are almost never eligible for a Pass/Fail grading option reinforces the need to master the material rather than seek a way around a challenging class.32
Similarly, understanding the potential negative consequences of a “transcript scar” or an external GPA recalculation highlights the importance of avoiding the need to repeat a core course in the first place.19
4.2 Contextualizing Your GPA: Addressing Discrepancies and Showcasing Growth
For students with a significant and positive gap between their major and cumulative GPAs, the key is to frame this discrepancy as a narrative of growth.
Application components like the personal statement or optional essays provide a platform to tell this story.
Without making excuses for earlier, poorer performance, a student can highlight their “upward trajectory,” explaining how their academic performance improved dramatically once they were able to focus on the courses in their chosen field.4
This narrative demonstrates academic maturity, resilience, and a deep-seated passion for their discipline.
This story can be powerfully corroborated by strong letters of recommendation from professors within the major, who can speak directly to the student’s aptitude and engagement in their field.16
4.3 Tools and Resources for Accurate Tracking and Projection
A variety of tools are available to help students monitor their academic progress.
Many universities offer their own online GPA calculators, which are invaluable for projecting the impact of current or future grades on a semester or major GPA.10
Numerous general-purpose online calculators also exist and can be used for similar “what-if” scenarios.48
It is essential, however, to recognize the different roles of these tools.
Online calculators are powerful planning instruments, but they are not the official record.
They are best used for looking forward—for example, to determine what grades are needed in a final semester to raise a major GPA from a 3.45 to a 3.50 to qualify for departmental honors.
For looking backward to determine one’s current, official GPA, the only authoritative source is the university’s official degree audit system, often called an Academic Requirements Report.6
Mistaking a self-calculated projection for the official record can lead to critical errors, such as missing an eligibility cutoff that was based on the official calculation.
Students must use the right tool for the right job: calculators for planning and official university reports for verification.
Conclusion: Your Major GPA as an Academic Narrative
The major GPA is far more than a static number on a transcript.
It is a dynamic and nuanced metric that reflects a student’s specialized knowledge, dedication, and potential within their chosen discipline.
Accurate calculation, grounded in a thorough understanding of specific institutional policies regarding repeated courses, transfer credits, and grading scales, is the necessary foundation.
Beyond that, the strategic interpretation and presentation of the major GPA transform it into a central element of a student’s academic narrative.
It can highlight a story of focused passion for a graduate admissions committee, signal specialized competence to a potential employer, and unlock eligibility for departmental honors and awards.
By taking ownership of this powerful metric—proactively managing it, understanding its context, and leveraging it effectively—students can craft a compelling story of their academic journey and open doors to their most ambitious post-graduate goals.
Works cited
- What is the difference between a cumulative and major GPA? – Ask the Viking – Salem State University, accessed August 16, 2025, https://ask.salemstate.edu/kb/what-difference-between-cumulative-major-gpa
 - what’s the difference between the degree gpa and overall gpa ? : r/college – Reddit, accessed August 16, 2025, https://www.reddit.com/r/college/comments/s41fhx/whats_the_difference_between_the_degree_gpa_and/
 - Calculating Your Major GPA – Randolph-Macon College, accessed August 16, 2025, https://www.rmc.edu/academics/academic-support/advising/student-academic-advising-guide/calculating-your-major-gpa/
 - Does GPA Matter for Grad School? What Committees Want, accessed August 16, 2025, https://admit-lab.com/blog/does-gpa-matter-for-grad-school-applications/
 - Which GPA (cumulative or major) is more important for graduate admissions in the US?, accessed August 16, 2025, https://academia.stackexchange.com/questions/29786/which-gpa-cumulative-or-major-is-more-important-for-graduate-admissions-in-the
 - Find and Track My Degree Requirements – University Advising, accessed August 16, 2025, https://advising.fsu.edu/undergraduate/find-and-track-my-degree-requirements
 - Undergraduate Degree Requirements – UNC Catalog, accessed August 16, 2025, https://catalog.unc.edu/undergraduate/degree-requirements/
 - Majors and Degrees – Academic Catalog – The University of Alabama, accessed August 16, 2025, https://catalog.ua.edu/undergraduate/about/academic-regulations/curriculum/majors-degrees/
 - Bachelor’s Degree Requirements | University of Oregon Academic Catalog, accessed August 16, 2025, https://catalog.uoregon.edu/admissiontograduation/bachelorrequirements/
 - GPA Calculator | My Cal Poly Portal, accessed August 16, 2025, https://myportal.calpoly.edu/gpaCalculator.jsp
 - www.dbq.edu, accessed August 16, 2025, https://www.dbq.edu/media/CampusLife/VPofStudentLife/CareerServices/How-to-Calculate-your-GPA.pdf
 - Calculate GPA | Additional resources – Graduate and Professional Admissions, accessed August 16, 2025, https://gpadmissions.osu.edu/resources/calculate-gpa.html
 - How to Calculate a Specific GPA – TritonLink, accessed August 16, 2025, https://students.ucsd.edu/academics/exams-grades-transcripts/grades/calculate-gpa.html
 - How to calculate your graduate GPA | Admission | ASU, accessed August 16, 2025, https://admission.asu.edu/apply/calculate-gpa
 - Things to Know When Transferring University Credits | NU, accessed August 16, 2025, https://www.nu.edu/blog/things-to-know-when-transferring-university-credits/
 - How important is my college GPA for grad school admissions? – CollegeVine, accessed August 16, 2025, https://www.collegevine.com/faq/30878/how-important-is-my-college-gpa-for-grad-school-admissions
 - If I repeat a course, how does that affect my GPA? – Ask the Viking, accessed August 16, 2025, https://ask.salemstate.edu/kb/if-repeat-course-how-does-affect-my-gpa
 - How to Calculate Your GPA – Engineering Student Affairs – University of California, Riverside, accessed August 16, 2025, https://student.engr.ucr.edu/how-calculate-your-gpa
 - Repeating Courses – L&S Advising, accessed August 16, 2025, https://lsadvising.berkeley.edu/policies/repeating-courses
 - Grades and Grade Point Average (GPA) Calculation | Office of the …, accessed August 16, 2025, https://registrar.arizona.edu/records-enrollment/enrollment/grades-faqs/grades-and-grade-point-average-gpa-calculation
 - Grades and Grade Points | University of Alabama, accessed August 16, 2025, https://catalog.ua.edu/undergraduate/about/academic-regulations/records/grades-grade-points-gpa/
 - Do repeated courses count both grades in GPA calculation? : r/LSAT – Reddit, accessed August 16, 2025, https://www.reddit.com/r/LSAT/comments/1jll3wv/do_repeated_courses_count_both_grades_in_gpa/
 - www.collegevine.com, accessed August 16, 2025, https://www.collegevine.com/faq/176476/how-do-transferred-college-credits-affect-my-gpa#:~:text=However%2C%20generally%20speaking%2C%20while%20transfer,GPA%20at%20your%20new%20college.
 - How do transferred college credits affect my GPA? – CollegeVine, accessed August 16, 2025, https://www.collegevine.com/faq/176476/how-do-transferred-college-credits-affect-my-gpa
 - How to Transfer College Credits (& What Happens to Your GPA?) – Appily.com, accessed August 16, 2025, https://www.appily.com/guidance/articles/applying-to-college/transferring-college-credits
 - Do Transfer Credits Affect GPA? | The University of Olivet, accessed August 16, 2025, https://www.uolivet.edu/how-do-transfer-credits-affect-gpa/
 - Transfer Credit/GPA Guidelines – Admissions – University of Pittsburgh, accessed August 16, 2025, https://admissions.pitt.edu/transfer/transfer-credit-gpa-guidelines/
 - The Importance of a GPA for grad school – Degree Forum, accessed August 16, 2025, https://www.degreeforum.net/mybb/Thread-The-Importance-of-a-GPA-for-grad-school
 - GPA Calculator | Columbia College, accessed August 16, 2025, https://www.college.columbia.edu/academics/gpacalculator
 - Do Pass/Fail Classes Affect Your GPA? What You Need to Know – UoPeople, accessed August 16, 2025, https://www.uopeople.edu/blog/do-pass-fail-classes-affect-your-gpa/
 - What is a pass/fail grading system? – SoFi, accessed August 16, 2025, https://www.sofi.com/learn/content/what-is-pass-fail/
 - What You Need to Know About the Pass/Fail Grading System in College (2025 Guide), accessed August 16, 2025, https://collegesofdistinction.com/advice/pass-fail-classes-guide-everything-you-need-to-know/
 - Do Fail grades in courses taken as Pass/ Fail count negatively towards GPA? – Reddit, accessed August 16, 2025, https://www.reddit.com/r/uofm/comments/1d0jyvo/do_fail_grades_in_courses_taken_as_pass_fail/
 - How does a pass/fail grading system affect college applications? – CollegeVine, accessed August 16, 2025, https://www.collegevine.com/faq/125415/how-does-a-pass-fail-grading-system-affect-college-applications
 - Role of GPA: Before, During, and After Grad School – PhDStudent, accessed August 16, 2025, https://phdstudent.com/surviving-grad-school/transitioning-to-graduate-study/role-of-gpa-before-during-and-after-grad-school/
 - Including Your GPA on Your Resume: Is it Really Necessary? — Lynne Palmer Executive Recruitment, accessed August 16, 2025, https://lpalmer.com/executive-recruitment-blog/including-your-gpa-on-your-resume-is-it-necessary
 - Do Employers Care About GPA? Your Questions Answered! – UoPeople, accessed August 16, 2025, https://www.uopeople.edu/blog/do-employers-care-about-gpa-your-questions-answered/
 - Is it “bad” to just list your major GPA instead of your cumulative?, accessed August 16, 2025, https://talk.collegeconfidential.com/t/is-it-bad-to-just-list-your-major-gpa-instead-of-your-cumulative/1709178
 - What GPA Do You Need to Get a Full Scholarship? – Fastweb, accessed August 16, 2025, https://www.fastweb.com/college-scholarships/articles/what-gpa-do-you-need-to-get-a-full-scholarship
 - Do Jobs Look At Your GPA? What Employers Really Think – Ambitio, accessed August 16, 2025, https://ambitio.club/blog/do-jobs-look-at-your-gpa/
 - Does the GPA matter at all when searching for a job? : r/college – Reddit, accessed August 16, 2025, https://www.reddit.com/r/college/comments/11cm5a5/does_the_gpa_matter_at_all_when_searching_for_a/
 - Applying for a job with my overall GPA or within my major? – The Workplace Stack Exchange, accessed August 16, 2025, https://workplace.stackexchange.com/questions/99638/applying-for-a-job-with-my-overall-gpa-or-within-my-major
 - GPA Scholarships – Unigo.com, accessed August 16, 2025, https://www.unigo.com/scholarships/merit-based/gpa-scholarships
 - Minimum Grade Point Average From 3.1 to 3.5 Scholarships, accessed August 16, 2025, https://www.scholarships.com/financial-aid/college-scholarships/scholarship-directory/grade-point-average/minimum-grade-point-average-from-3-1-to-3-5
 - Minimum Grade Point Average From 3.6 to 4.0 Scholarships, accessed August 16, 2025, https://www.scholarships.com/financial-aid/college-scholarships/scholarship-directory/grade-point-average/minimum-grade-point-average-from-3-6-to-4-0
 - Undergraduate Degree Requirements – UCSD Catalog, accessed August 16, 2025, https://catalog.ucsd.edu/undergraduate/degree-requirements/index.html
 - GPA Calculator – Office of the Registrar, accessed August 16, 2025, https://registrar.uni.edu/students/gpa-calculator
 - GPA Calculator, accessed August 16, 2025, https://www.calculator.net/gpa-calculator.html
 






