Middlesex Massachusetts Alternating Ranking Procedure (MARP) is a specific method used for ranking candidates or options in a competitive selection process. This procedure ensures fairness and impartiality by employing a unique alternating system, reducing the impact of bias and maintaining an equitable evaluation process. The MARP is predominantly used in Middlesex County, Massachusetts, but its principles can be applied in various selection scenarios. The MARP involves systematically ranking candidates or options in an alternating fashion. It employs a round-robin approach where each candidate is evaluated against a set of criteria, and rankings are assigned based on their performance. The alternating nature of the procedure ensures that no single candidate or option consistently receives a higher or lower rank, resulting in a more balanced and unbiased outcome. This ranking procedure is especially useful when selecting individuals or options for academic scholarships, job positions, admissions, or any scenario where multiple candidates need to be evaluated objectively. By using the MARP, decision-makers can enhance transparency, maintain equal opportunities, and minimize favoritism or prejudice throughout the selection process. There are no different types of Middlesex Massachusetts Alternating Ranking Procedure; however, this procedure can be adapted and customized based on specific requirements or the nature of the selection process. It can be tailored to accommodate differing evaluation criteria, scoring systems, or the number of rounds needed for a comprehensive assessment. In conclusion, the Middlesex Massachusetts Alternating Ranking Procedure (MARP) is a method employed in Middlesex County, Massachusetts, to ensure impartiality and fairness during candidate or option selection processes. By utilizing a systematic alternating system, it minimizes bias and provides more equitable evaluations. Though there are no distinct variations of the MARP, it can be customized to suit various selection scenarios.